A Fourier descriptor based on Zernike invariant moments in spherical coordinates for 3D pollen image recognition

• Published in: 2015 8th International Conference on Biomedical Engineering and Informatics (BMEI) pp. 453 - 457
• Main Authors: Xie Yonghua, Xu Zhaofei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2015
• Subjects: 3D spherical; Feature extraction; Fourier; Fourier transforms; genetic algorithm; Genetic algorithms; Image recognition; Image reconstruction; support vector machine (SVM); Support vector machines; Three-dimensional displays; Zernike moments

This paper presents a new feature extraction method of Fourier descriptor based on the Zernike moments for pollen images recognition. Firstly, Zernike moments of the image are extracted in 3D spherical coordinates. Secondly, genetic algorithm based on probability is used to filter the Zernike moment...